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  • Research on Science Popularization Propagation Promoted by the Cooperation between Academic Journals and Opinion Leaders

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-07-01

    Abstract: [Objective]To explore the model construction and specific practical strategies for the collaborative efforts between science and technology journals and knowledge opinion leaders in popular science communication.[Methods]Using literature analysis and case study methods to dissect how science and technology journals and opinion leaders can effectively collaborate in popular science communication activities,revealing the key components and operational mechanisms of their cooperation model.[Results]The collaboration between science and technology journals and opinion leaders in popular science communication can achieve complementary advantages and mutual benefits. From a systems theory perspective,a cooperative popular science communication model is constructed, encompassing an implementation system,a quality assurance and evaluation system, and an incentive system.[Conclusion]Science and technology journals should actively integrate internal and external resources, establish and improve cooperation mechanisms, jointly innovate forms of popular science, expand communication channels, and enhance the social value of scientific research outcomes.

  • Empirical study on influencing factors of communication effect of scientific journals’ video on Bilibili

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-07-01

    Abstract: [Purposes] It is of great practical significance to study and understand the factors influencing the video communication effect of scientific journals for promoting the construction of journal media and promoting the wide dissemination of scientific research results. [Methods] This paper starts from the communication elements and communication process, and follows the psychological change process of the audience to carry out different degrees of refinement of the communication effect, and builds a theoretical framework for the identification of influencing factors of the communication effect of scientific and technological journal video. The video communication data of selected journals in "Excellence Action Plan for Chinese STM Journals" were obtained from Bilbili (science popularization journals are excluded), including communication subject, channel, content and effect. The multiple linear regression analysis method was used to conduct an empirical study on the influencing factors of communication effect of scientific journals’ video. [Findings] The results show that the specific characteristics of communication subject, communication channel and communication content have significant effects on the cognitive effect, emotional effect, attitude effect and behavioral effect of communication effect. [Conclusions] On this basis, multiple strategies are put forward to improve the video communication effect of scientific journals: in terms of the communication subject, journals are encouraged to choose video operation mode according to their actual situation and organizers should strengthen resource traction; In terms of communication channel, journals should maintain moderate activity and balance; In terms of communication content, journals should produce original high-quality products, build content brands, strengthen platform adaptation, and optimize update tactics.

  • Research on the path of knowledge transformation in scientific journals from the perspective of open science

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-07-01

    Abstract: [Purposes] To explore the functional positioning of scientific journals from the perspective of open science concept and policy, mobilize and play the active role of scientific journals in knowledge production network, and innovate the knowledge transformation and application path of scientific journals constantly.[Methods] Through text analysis, case study and logical demonstration, the paper compares the knowledge transformation path of scientific journals under the vision of open science with traditional scientific journals, summarizes innovation strategies of scientific journals in knowledge transformation paths.[Findings] Propose a range of knowledge transformation pathways and integrated cluster development models for the diverse stakeholders including researchers, academic institutions, governmental bodies, and the general public.[Conclusions] From the perspective of open science, science and technology journals serve as key actors in the knowledge production network, functioning as a bridge channel and actively driving change and innovation in the path of knowledge transformation, thereby enhancing the efficiency and quality of knowledge dissemination.

  • Dynamic changes in paper quantity and impact factor of SCI-indexed journals and influence of paper quantity on impact factor

    Subjects: Digital Publishing >> Internet Journals Subjects: Library Science,Information Science >> Library Science submitted time 2024-06-25

    Abstract: [ Purposes]This study aims to explore the dynamic trend of the number of journal papers and impact factors in the past five years from different dimensions and investigate the impact of the increase of the paper quantity on impact factors and the Journal Citation Indicator (JCI). [Methods]From the Web of Science (WoS) database, 8094 journals continuously indexed by Science Citation Index (SCI) from 2018—2022 were chosen as the research subjects. We conducted statistical analysis and comparison of the paper quantity and impact factors across these five years. Furthermore, we analyzed the relationship among the paper quantity, impact factors, and JCI across the five years.[ Findings]The total quantity of papers published annually is on the rise, while the number of journals that primarily experience an increase in paper quantity is less than that with a decrease. The overall trend for the annual average impact factors is upward, with a significantly higher number of journals reporting an increase in impact factors compared to those with a decrease. In various countries and regions and across different disciplines, the greatest increase in both the paper quantity and impact factors occurred in 2020, with the first decline observed in 2022 over the past five years. China’s journals have consistently shown robust growth in both paper quantity and impact factors. Among journals with increased paper quantity, there are more journals with an increase in impact factors than those with a decrease, but the situation is reversed for the JCI. The increase in journal paper quantity does not have a statistically significant correlation with changes in impact factors and JCI (P>0.05).[Conclusions]The variations in the annual total paper quantity are markedly inconsistent with the changes in the paper quantity across individual journals. The annual increase in the impact factors shows a high degree of consistency with the year-on-year changes in the JIF of each journal. In recent years, there has been a steady enhancement in both the quantity and quality of papers published in China’s SCI journals. There is no correlation between the paper quantity and the JIF, and the attempt to raise the JIF by reducing the paper quantity lacks scientific
    validity.

  • Analysis of updates of Transparency and Best Practices in Academic Publishing and implications for academic journals in China

    Subjects: Digital Publishing >> Internet Journals Subjects: Library Science,Information Science >> Information Science submitted time 2024-05-28

    Abstract: Purposes The four updates of Principles of Transparency and Best Practice in Scholarly Publishing from 2013 to 2022 are nurtured in the context of global open science publishing, and may shed insight on the development for academic journals in China. Methods The first to the fourth versions of the principles were obtained through the website of Open Access Scholarly Publishing Association (OASPA). Taking individual principle as a unit of analysis, a longitudinal comparison of the principle details were compared to systematically reveal their differences and development over time. Focusing on the principles of the lasted version which were analyzed in the article, suggestions for the development of academic journals in China were summarized. Findings From 2013 to 2022, four versions of the principles were published, aiming to ensure the quality and credibility of academic research by improving the transparency of academic publishing. Compared with previous versions, the fourth version provided more detailed instructions on how to achieve transparency and best practices focusing on 16 principles pertaining to four dimensions: journal content, journal practices, organization, and business practices, with considerations of the practices achievable by journals in different disciplines, regions, and scales, to cope with the challenges by open science. Conclusions The principles would be helpful for the improvement of China’s academic publishing transparency and ensure the quality and credibility of China’s academic research. Chinese academic journals should increase awareness and participation in open science movement, work on network security maintenance and website information transparency, clearly describe copyright and licensing information in journal policies to protect intellectual property rights, and safeguard editorial independence to ensure academic value.

  • Analysis of the Development Status and Optimization Strategies of Knowledge Services in Chinese Core Journals of Geography

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-05-17

    Abstract: Purposes Analyze the current situation of knowledge services in Chinese core journals of geography and propose optimization strategies, providing reference for the improvement, upgrading, and transformation of knowledge services in scientific and technological journals Methods Taking 20 core Chinese geography journals included in The Directory of Core Chinese Journals (2020 Edition) as the object, mainly collecting the specific forms of knowledge service situation on the official website and WeChat official account of the journal, and investigating the knowledge service provided by the Chinese Geographical Resources Journal Network. Findings 1) The knowledge services mainly concentrated on the first level of digital information services (basic services such as online publication, paper recommendation, and paper query services) and the second level of knowledge product services (knowledge search and knowledge discovery) in most of the core Chinese geography journals. The forms and quantity of third-level knowledge solutions (tools and applications, mobile and social services, multimedia services) are relatively limited. 2) The current knowledge services provided by the Chinese Geographical Resources Journal Network focus on the second level of knowledge product services, and also involve the third level of knowledge solutions, but some information updates are lagging behind. Conclusions Overall, the knowledge services of Chinese core journals in geography are still in the initial stage, and can be promoted in the future from the following aspects: improve the form of knowledge service that is easy to implement and enhance the user experience; do a good job in tool service and assist scientific research; integrate with new media technology to realize the content + of knowledge service; expand the promotion and dissemination of key topics to better promote industry application and decision-making assistance; store the private domain traffic of the journal as the precise object of knowledge service; rely on the discipline cluster network to carry out knowledge service, and establish a social service platform.

  • Latest selection criteria and case analysis of major international databases

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-05-17

    Abstract: Purposes This paper aims to provide references for China’s scientific journals to apply for major international databases, and systematically comb the latest selection criteria. Methods The selection criteria of major international databases and the reasons why journals are rejected were both systematically studied through literature research, comparative analysis and case study of representative selected journals. Findings Major international databases have a set of strict standards and standardized procedures for the selection of journals. Before applying for these databases, China’s scientific journals must strictly follow the application process and specifications, and prepare meticulously. Conducting pre-self-assessments and learning the experiences of recently selected journals were recommended.  Conclusions The accession of major international databases is crucial for scientific journals to disseminate China’s scientific and technological achievements, as well as enhance the academic influence. It can also propel China’s scientific journals to the forefront globally. To achieve international publishing state, China should actively enhance its information security capacity for scientific and technological literature, and strengthen the constructions of publishing, communication and service platforms with wide international influence.

  • Investigations and Thoughts on Capacity Building of Scientific and Technical Journal Industry Services in China

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-05-06

    Abstract: Purposes Investigating the status and role of scientific and technical journals in innovation and development, demonstrate the value and role of journals in promoting industrial development and serving industrial progress. Methods Taking scientific and technical journals of different industries as research objects, through literature review, site visits and  interviews, case studies and other methods, excavate from examples the initiatives of industry journals in planning to focus on industrial development, gathering high-quality resources of the industry, creating special columns and special issues of special features, developing the function of think-tanks, promoting innovation cooperation, etc., and summarize the inspiration of scientific and technical journals in serving the high-quality development. Findings Scientific and technical journals are important part of China’s scientific and technological undertakings, have an important value in serving innovation, promoting industry, facilitating exchanges, and advancing the progress of the industry, and are an important carrier of scientific and technological achievements and an important channel of exchanges. Conclusions Define the positioning of scientific and technical journals in the industrial chain, serve the decision-making and transformation, realize the industrial value of journals, so as to enhance the competitiveness of China’s national science and technology and cultural soft power.

  • Research on the influencing factors of the time lag of revocation of papers by Chinese scholars: Based on the Retraction Watch Database

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-05-06

    Abstract:   Purposes The revocation time lag can reflect the purification time of the scientific community, analyze the influencing factors of the undo time lag, and provide a reference for reducing the undo time lag. Methods A total of 17,916 papers from 1970 to 2022 were collected from the Revocation Observation Database, and 33 variables were selected as independent variables from the dimensions of policy, paper and author as the dependent variable to construct a regression model, and the influence of different factors on the revocation time lag was analyzed. Findings Research papers, publication dates, image problems, paper factories and meta-analyses were the main factors influencing the revocation delay, and the research integrity policy had no effect on the revocation delay. Conclusions It is suggested to strengthen the awareness of integrity of image problems, optimize the paper reporting mechanism, pay attention to the problem of paper factories, and pay attention to the integrity of scientific research teams of different scales.

  • Research on Value Flow Mechanism and Optimisation Strategy of Science and Technology Journal Industry Chain

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-05-06

    Abstract:   Purposes To analyse the structure of scientific and technical journal industry chain and the law of value flow of the industry chain, and make suggestions for the optimization of the value of scientific and technical journal industry chain. Methods Using the basic theory of knowledge management to sort out the upstream, midstream and downstream of the knowledge chain of scientific and technical journal industry development. Based on the value chain theory, combined with the science and technology journal industry chain, the value activities of the sub-chains such as supply chain, value-added chain and output chain are clarified, and the value flow of each link of the science and technology journal industry is made clear. Findings The structure map of science and technology journal industry chain with upstream production and organisation, midstream distribution and dissemination and downstream service and application is constructed with the flow of knowledge as the core. The value flow between modules is analysed from the perspective of value appreciation, and the value flow model of scientific and technical journal industry chain is constructed. Conclusions There are problems of value flow blockage, insufficient depth expansion and imbalance of benefit distribution in the industry chain of science and technology journals. Science and technology journals should break through the resource barriers to achieve synergistic sharing; accelerate the attraction of capital injection and clarify the revenue mechanism; deeply explore the content resources and explore the cross-border value-added channels; and improve the technical means to innovate the industrial ecology.

  • Exploration of the characteristic strategie for thematic publications in medical journals:a case study of Chinese Journal of Practical Stomatology

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-05-06

    Abstract: Purposes This paper probes into the dilemma of thematic publishing in medical journals, in order to explore the characteristic strategie for thematic publications, which provides reference for similar journals. Methods This article takes the specific practice of the Chinese Journal of Practical Stomatology as an example to objectively analyze the problems in the publication of medical journal themes. Based on the characteristics of medical journals and through their own case studies and theoretical explanations, unique strategies have been proposed to enhance the effectiveness of thematic publishing in medical journals. Findings The Chinese Journal of Practical Stomatology, as a dental medical journal, has established a thematic publishing direction that focuses on solving oral health problems for the whole population and promoting the development of oral health through correct guidance. The strategy of “topic selection that highlights social responsibility, language that integrates humanistic sensibility, promotion to increase public participation” has increased the temperature of the thematic publications and enhanced the influence of journal. Conclusions The thematic publication of medical journals needs to increase its temperature while showcasing its unique academic professionalism and profound thinking. This would improve social benefits and better demonstrate the thematic publishing value of medical journals in the new era, thereby assisting in the construction of first-class journals.

  • Does editorial board effect exist in Chinese academic journals: An empirical study based on management journals

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-04-27

    Abstract: Purposes This paper aims to explore whether editorial board effect exists in academic journals by analyzing the quantity and quality of editorial board articles in Chinese management journals, and to provide reference for journal quality construction. Methods Taking CSSCI source journals of management as the research object, this paper used the regression analysis and causal inference methods to reveal the relationship between the publishing of papers with different identity of editorial board members and the influence of papers. Findings The editorial board members are less active, and most of them did not publish many papers in their journals. There is a significant relationship between the publication of different identities of editorial board members and the influence of papers, and the editorial board effect exists conditionally. Specifically, the influence of the editorial board as an important author is significantly higher than that of non-editorial board authors. The influence of editorial board members who are not important authors is significantly lower than that of non-editorial board members. Conclusions It is suggested that the editorial department should enhance the transparency of journal operation and formulate the editorial board submission policy to reduce the potential editorial board effect.

  • Academic Exchange Practice and Development Path of Preprints for the Metaverse Era

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-04-27

    Abstract: Purpose To clarify the practical foundation, realistic challenges, and future development path of preprint empowerment in the metaverse era, and explore the development and challenges of preprint itself as well as its transformation and innovation of traditional academic journals and academic publishing ecosystem in the context of the metaverse era. Method Using literature research, comparative analysis, and case analysis methods, this study combs the practical foundation of preprint empowerment in the metaverse era from four aspects: intelligent technology services for academic production, platform field aggregation for academic publishing, collaborative participation in academic evaluation, and multiple ways to facilitate academic diffusion. Result In the development towards the metaverse era, there are many practical challenges such as high digital technology threshold, virtual reality disconnection, weak peer review process, and limited cognition of relevant personnel in preprint. Therefore, it is necessary to focus on integrating industrial clusters, attracting academic synergy, leveraging intelligent tools, and strengthening immersive experience. Conclusion On the basis of fully understanding the practical challenges of preprint academic exchange in the metaverse era, we should fully stimulate technological vitality and academic vitality, promote the digitalization and integration development of academic publishing, and further promote the construction of a powerful country in publishing.

  • Topic analysis and optimization strategy of new media tweets in laboratory medical journals

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-04-27

    Abstract: Purposes : This paper analyzes the topic of highly read tweets in new media of laboratory medical journals, in order to reveal the hot spots and preferences of users, and guide the formulation of tweet topic optimization strategies, aiming at improving the communication power and influence of new media of laboratory medical journals. Methods : Taking the wechat public account of Laboratory Medicine (referred to as Laboratory Medicine ) as an example, Python programming was used to screen out the top 100 most-read tweets published on its platform from January 1, 2018 to May 31, 2023. Based on Latent dirichlet allocation (LDA) model, 100 tweets were identified and analyzed, and then the new media tweet topic optimization strategy was proposed. Findings : The topic of the highly read tweets of Laboratory Medicine are nucleic acid testing policy document for COVID-19 prevention and control , medical industry code of conduct , and vocational qualification examination and continuing education . Based on the topic identification and analysis, the topic optimization strategy of multi-voice polyphony (serial sub-topic development, new perspective topic deduction and case topic collection) is proposed. To stretch the narrative tension of the topic of tweets, from text to text, so as to enhance the depth and breadth of the topic of new media tweets in laboratory medical journals. Conclusions By identifying and analyzing the research topic of the highly read tweets of Laboratory medicine , it is helpful to formulate more accurate optimization strategies for the topic of tweets, and provides a basis for the research innovation and spatial expansion of the future topic of the highly read tweets of new media in laboratory medical journals.

  • Exploring the Technical Path of Knowledge Service in Chinese STM journals: a case study of Consensus.app

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-04-25

    Abstract: Purposes To explore new pathways and insights for knowledge services in Chinese STM journals in the era of large language model technology by analyzing the operational model and technical implementation of the novel knowledge service platform, Consensus.app. Methods By combining literature review and online empirical research, this study analyzed the functions, features, and manifestations of knowledge services provided by the Consensus.app platform. In this paper, the technical implementation methods employed by the platform and its role in promoting knowledge acquisition from scientific literature were investigated, while its potential advantages and disadvantages were summarized too. Results The corpus of the Consensus.app platform was built by collecting abstract information from the Semantic Scholar paper database, and it employs various artificial intelligence technologies, including natural language processing, machine learning, and information retrieval. By extracting key information from research papers and creating a vectorized knowledge database, Consensus.app utilizes OpenAI’s interface to retrieve relevant information from the knowledge base based on user queries and provides summarized conclusions as feedback to users. The platform offers highly personalized interactions, directly providing data-supported conclusions for different queries and enabling quick access to snapshot information of relevant literature, assisting users in making rapid decisions. Conclusions The emergence of Consensus.app partially addresses the issues of accuracy and evidence chain that are lacking in large-scale language model responses. It also provides more diverse scenarios for the widespread and efficient application of scientific journals in the era of large-scale language models. It demonstrates a new pathway for integrating large language models to construct knowledge repositories and provide knowledge services for STM journals. In the new era, the STM journal community needs to attach great importance to data quality construction, cross-disciplinary collaboration, copyright improvements, actively join large-scale databases, embrace the trend of the era of large models, and embrace the AI+ era of STM journals.

  • Research on Collaborative Development Path and Strategy of Scientific Journal and Preprint Platform

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-04-25

    Abstract: Purposes To explore the collaborative development path of scientific journal and preprint platform, and put forward the collaborative development strategy of scientific journal and preprint platform, so as to provide reference for building a new academic exchange model in the open science era. Methods International representative cases of cooperation between scientific journal and preprint platform were selected, and descriptive case study was used to summarize and sort out the characteristics of existing typical cooperation models, from which the collaborative development path of scientific journal and preprint platform was extracted. Findings The research found that there are three collaborative paths in the cooperation between scientific journal and preprint platform, which are resource collaboration driven by platform development, process collaboration driven by user demand, and goal collaboration driven by open science. Conclusions It is suggested that scientific journal and stakeholders of preprint should fully understand the benefits of collaborative development, continuously strengthen the awareness of collaborative development, formulate collaborative development policies as soon as possible, and jointly build a collaborative development ecology.

  • Research on the Development Status and Influence Enhancement Strategies of Academic Journal Publishing Think Tanks in China

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-04-02

    Abstract:   Purposes This article conducts a survey on the overall development level of research institutions engaged in the field of academic journal publishing in China, reflecting the industry’s practice and understanding of academic journal publishing think tanks, revealing the development trend of academic journal publishing think tanks in China, with the aim of promoting research on academic journal publishing think tanks and consulting services for academic journal publishing think tanks, and providing reference for relevant policy formulation in the field of academic journal publishing. Methods We conducted a survey on institutions conducting research in the field of journal publishing,including academic journal editorial departments, academic journal associations, relevant departments of universities, research institutes related to academic journals and enterprises related to academic journals.We used statistical analysis and case analysis methods to analyze and explore the current development status and existing problems of academic journal publishing think tanks, and put forward strategies to enhance the influence of academic journal publishing think tanks. Findings Overall, the output of think tank research results in the field of journal publishing is low, and they are rarely adopted by decision-makers. The scale and size of practitioners are small, and the funding source for think tank research is single. The function of journal publishing think tanks has not been effectively utilized. However, there is still significant room for development in the construction of academic journal publishing think tanks in China. Conclusions It is suggested that relevant management departments strengthen guidance on the development of the journal think tank industry. Research institutions in the field of journal publishing should strengthen the transformation of achievements and expand funding sources, clarify the strategic positioning of think tank research, establish benchmark institutions, strengthen the cultivation of think tank research literacy among journal practitioners, use intelligent journal data platform tools to carry out think tank research, and strengthen communication and cooperation between different publishing think tanks.
     

  • Goal, norm and spirit: The Connotation Construction and Inspiration of the Chinese Paradigm of Science Communication —— Center on the Chinese Association of Scientific Journals (1947-1950)

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-03-14

    Abstract: Purposes To study the early practice and exploration of Chinese modernization in the scientific communication community, and to trace the historical origin and spiritual characteristics of the construction of the Chinese paradigm of the scientific communication system,and to provide the historical mirror and inject the spiritual core for the innovation and development of the independent knowledge system of scientific communication on the cultural foundation with Chinese characteristics.
    Methods Based on the connotation construction of science communication community, study the practical activities and related exchanges of promoting the editing and distribution of scientific journals, and analyze and summarize the construction of the connotation of the scientific journals in China.
    Findings China Association of Scientific Journal explored the paradigm construction of scientific journals from three aspects of system goal, code of conduct and spiritual temperament: requiring scientific journals to survive together and play the mission, adhere to Chinese standard and classification construction, pay and sow beliefs.
    Conclusions The organizational exploration of China Association of Scientific Journals was the conscious practice of Chinese scientists to the social role of scientists, and initially constructed the paradigm connotation of Chinese scientific journals.。Under the guarantee of the Social conditions of scientific nationalization and people’s science in new China, the Chinese paradigm of the scientific communication system has been implemented.

  • Developing world-class scientific journals to serve the strategy of construction of a strong country in science and technology-- Taking Molecular Plant as an example

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-03-06

    Abstract: Purposes The construction of a technological powerhouse cannot be achieved without the support of world-class scientific journals. By analyzing and summarizing the experience of launching the world-class scientific journal, Molecular Plant, this paper aims to explore possible ways and measures for English scientific journals to enhance their international influence.
    Methods Taking Molecular Plant as an example, this paper analyzed the problems encountered from the beginning to the development as a top journal in the field of plant science and the corresponding measures Molecular Plant took to conquer the problems.
    Findings Molecular Plant took unique measures in building a dedicated scientific editorial team, controlling manu Conclusion The internationalization development strategy, measures, and publication practice of Molecular Plant are beneficial attempts for China to build world-class scientific journals and have important reference significance for other English scientific journals in China to explore excellent paths suitable for the development of themselves.

  • Research on the Factors Affecting User Satisfaction of enhanced publications

    Subjects: Digital Publishing >> Internet Journals submitted time 2024-03-06

    Abstract: Purposes By discussing the influencing factors of academic journals’ enhanced publishing user satisfaction, we will study how to improve users’ satisfaction with enhanced publishing, so as to improve the academic community’s recognition of enhanced publishing, and promote the further development of enhanced publishing in the direction of enrichment of content, rationalization of form, and higher practical value. 
    Methods Taking CNKI’s enhanced publishing as an example, the original data was collected through interviews, and grounded theory was used for coding to extract the influencing factors of academic journals’ enhanced publishing user satisfaction. On this basis, the DEMATEL model is used to construct the relationship matrix of the influencing factors of user satisfaction, and the key influencing factors are determined.
    Findings The factors that affect the user satisfaction of academic journals are concentrated on the content layer, functional layer and interactive application layer. The key factors include: enhancing the platform’s functional support of publishing services, enhancing the content of publications, and enhancing the presentation and use mechanism of publications, etc.
    Conclusions  Based on the knowledge application process of knowledge processing, knowledge acquisition and knowledge reproduction,enhanced publishing service can be optimized and improved through content media fusion, open search and association, and large language model empowerment.